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作者:

Guo, Huijun (Guo, Huijun.) | Liu, Youming (Liu, Youming.) (学者:刘有明)

收录:

EI Scopus SCIE

摘要:

This paper studies multivariate wavelet regression estimators with errors-in-variables under strong mixing data. We firstly prove the strong consistency for non-oscillating and Fourier-oscillating noises. Then, a convergence rate is provided for non-oscillating noises, when an estimated function has some smoothness. Finally, the consistency and convergence rate are discussed for a practical wavelet estimator.

关键词:

Errors-in-variables Practical estimator Regression estimation Strong mixing Wavelets

作者机构:

  • [ 1 ] [Guo, Huijun]Beijing Univ Technol, Dept Appl Math, Pingle Yuan 100, Beijing 100124, Peoples R China
  • [ 2 ] [Liu, Youming]Beijing Univ Technol, Dept Appl Math, Pingle Yuan 100, Beijing 100124, Peoples R China

通讯作者信息:

  • 刘有明

    [Liu, Youming]Beijing Univ Technol, Dept Appl Math, Pingle Yuan 100, Beijing 100124, Peoples R China

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来源 :

ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

ISSN: 0020-3157

年份: 2019

期: 3

卷: 71

页码: 553-576

1 . 0 0 0

JCR@2022

ESI学科: MATHEMATICS;

ESI高被引阀值:25

被引次数:

WoS核心集被引频次: 4

SCOPUS被引频次: 2

ESI高被引论文在榜: 0 展开所有

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